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Python agents
57,814 Python AI agents indexed on MeshKore — the most complete public catalog, ranked by popularity and updated daily.
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Python agents — page 562 of 579
OpenTelemetry AWS Bedrock Runtime instrumentation
OpenTelemetry Bedrock AgentCore instrumentation
Sprites sandbox provider for the OpenAI Agents SDK
Thin client SDK for the Multilingual Voice Agent service
Citation-verified effective-access analysis for AI agent fleets.
AI Agent observability SDK and XAgent adapter
Local-first AI agent inventory and risk scanner: finds agent candidates with evidence, maps capabilities and integrations, and gates newly introduced high-confidence critical risks.
PyPI storage-text-block-local Python Package owned by Circlez.ai
Async storage router across Redis, Upstash, PostgreSQL, and future backends
A simple text-based storage system where you can create tables, store data, and more! Encryption is included for data files.
将长篇网文拆解为章节节奏、故事片段与整体大纲的 CLI 工具
Backend-agnostic session management for Strands Agents — a SessionStorage interface + KeyValueSessionManager to build session backends (DynamoDB, Redis, MongoDB, …)
Amazon DynamoDB storage backend for the Strands Agents SDK
Work leases in one SQLite file, so a fleet of agents divides a job list instead of racing it. Library, CLI and MCP server, zero dependencies.
SuperBryn SDK — sync your voice-agent configuration to SuperBryn for review, versioning, and monitoring
AgentDojo SecurityClaim for superred: original injection-task port + bespoke system-purpose-violation goals against the composite AgentDojoTarget
AgentHarm SecurityClaim for superred: faithful port of the harmful test_public split (176 behaviors) against the general inspect-agent target, reusing upstream inspect_evals.agentharm tools/grading/judges. 8 per-category subclaims + total.
GEPA reflective prompt evolution optimizer for superred agent targets
GPTFuzzer jailbreak optimizer for superred
PoisonedRAG knowledge-corruption optimizer for superred
AgentDojo composite target for superred: union of all four AgentDojo suites with on-demand event-based injection and tool-catalog controllable surface. Tracks the latest released benchmark version (v1.2.2) via agentdojo_target.BENCHMARK_VERSION.
Claude Code (claude_agent_sdk) DTAP agent target for superred: subclasses dtap_scaffold.DtapAgentTarget and runs the Claude Agent SDK in an isolated Docker container against the DTAP env MCP proxy, normalizing the in-container transcript into the shared TrajectoryArtifact.
General inspect-ai tool-calling agent target for superred: runs an agent over caller-supplied tools/prompts/model and exposes the message trace. Benchmark-agnostic; reusable by any inspect-tool agentic SecurityClaim.
Minimal single-turn LLM chat target for the superred red-teaming framework
Swap between LLM providers (Groq, OpenAI, Anthropic) through one interface, with automatic fallback and optional schema validation.
Graph-first multi-agent orchestrator for Claude Code - parallel task graphs, hook-written checkpoints, ask-first resume, right-sized model tiers
Ray-native context/memory sharing for parallel research agents, with an agent-native CLI and MCP server (Milestone 1 spike)
Deny-by-default command safety gate and text-ReAct routing agent for small LLMs
Literature-validated Artificial Bee Colony optimization for Python
Time-shaped coordination primitives for swarm-anchor: predict-and-confirm, deadlines, rate limiters, BPM clocks, cron, and DAG-ordered campaigns. Stdlib-only Python.
Deprecated standalone compatibility package for chebyshev distance.
Deprecated standalone compatibility package for chi-squared distance.
Deprecated standalone compatibility package for cosine distance.
Deprecated standalone compatibility package for euclidean distance.
Deprecated standalone compatibility package for haversine distance.
Deprecated standalone compatibility package for jaccard index distance.
Packaged dummy filesystem skill for Swarmauri tests.
Packaged dummy local skill for Swarmauri tests.
Filesystem-backed skill loader for Swarmauri.
Local skill-root resolver for Swarmauri.
Load- and chaos-testing framework for AI agent orchestration plumbing
fsspec backend for Ethereum Swarm (bzz://) via the Bee HTTP API
SwarmGraph SDK: deterministic multi-agent orchestration primitives
SwarmKit web portal — the static Next.js build, served by `swarmkit serve`.
Verifiable serverless SQLite hosting on Ethereum Swarm: a read-only VFS over swarmfs plus a publish helper
Shared-context and memory coordination server + CLI for swarms of parallel AI agents, speaking the SwarmMesh v1 protocol (HTTP + WebSocket + MCP), interoperable with the Node implementation.
A living task graph for agent orchestration on Google Cloud. Reference implementation.
Local coding agent built on LangChain Deep Agents (LocalShell, no sandbox)
The self-improving AI agent — creates skills from experience, improves them during use, and runs anywhere
TAAR — Thirsty's Active Agent Runner: a local-first governed agent taskforce for Project-AI, with a GitHub Workflow Guardian.
Ternary Additive Contrastive LLM — CPU-friendly integer neural network
A plain-English terminal agent that plans and runs shell commands for you.
Autonomous AI coding agent driven by Markdown config — DeepSeek-ready, CLI + Web UI, 45+ tools, self-hosted
Ready-made agents for the TAI ecosystem — coding/deep agents, tool-calling, retrieval, voting, refinement, and vision agents — opt-in and manifest-loaded.
GitHub-backed Storage provider (text + binary/media) for the TAI ecosystem.
Local-filesystem storage backend for the TAI ecosystem: a manifest-loaded Storage plugin serving text and binary content from a directory tree.
S3 storage backend for the TAI ecosystem — text, binary, and media content over an S3 bucket.
TAPM v2 hook for Anthropic (in-process library instrumentation)
TAPM v2 hook for CrewAI (in-process library instrumentation)
TAPM v2 hook for LiteLLM (in-process library instrumentation)
TAPM v2 hook for OpenAI Agents SDK (in-process library instrumentation)
Self-hosted event server that pushes a notification the instant a parallel coding-agent session blocks, needs review, fails, or finishes.
Subagents extension for Tau (a port of pi-subagents).
Local execution daemon for Tether Brain agent installations
Temporal decay weighting for RAG. Rerank retrieval by similarity x document age, with adstock-derived decay kernels.
Deterministic governance filter for Semantic Kernel — function-call authorization, PII scanning, cost budgets, and structured audit trail.
Unified Teamver SDK for agent runtimes (channel, DM, drive, events, jobs, mail, agent tools)
Teamver Mail BE client for AI agent runtimes (inbox, events, processing, reply)
TechTide Swarm 357 — layered orchestration, durable memory bridge, and observability hooks.
MCP server exposing a Telegram bot so LLM agents can converse, discover each other, and route tasks in a shared group chat
Anthropic integration for telemetry.dev Python SDK
AWS Bedrock integration for telemetry.dev Python SDK
LiteLLM integration for telemetry.dev Python SDK
OpenAI integration for telemetry.dev Python SDK
Report from inside your app to TellMeWhenDown — cron heartbeats and self-checks in one line.
Time-aware semantic LLM cache — automatically invalidates stale AI answers
Prebuild import for storagegrid
Agentic framework for building and deploying AI agents with flexible orchestration, custom tool integration, RAG, Text-to-SQL, webhooks, and billing.
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A secure, provider-independent coding agent for the terminal
THEMIS — Retrieval-grounded LLM for Indian statutory law (BNS, BNSS, BSA, IPC, RTI)
Repository-owned agent skills that just work
WhatsAI — deployable AI customer service agent by Tisement Media. Connect LLM + WhatsApp webhook and serve 24/7.
Local HTTP control daemon for tmux-backed coding-agent sessions
A small example package
A small example package
Mask PII in LLM tool-call outputs before they reach the model, with role-based access control. Zero dependencies.
An open-source improvement loop for production AI agents.
交易罗盘: local-first A-share trading agent workbench for short-term trading, ETF rotation, simulation, review, and memory-driven improvement.
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Official Python SDK for the TruAgents Unsubscribe API.
Library to systematically track and evaluate LLM based applications.
Python SDK for AI agents to take and repay revenue-underwritten credit on TrustLine (Stellar). Settles in USDC.
Pi-style LM authentication helpers for DSPy
Connect your own AI to The Social Experiment: your agent thinks on your computer
Xberg document extraction and chunking pipeline for txtai embeddings
UI 自动化测试 Agent
A universal agent for reasoning over browser, desktop, and mobile UIs and performing actions on them.
A pure-Python (+numpy) byte-graph that is a 1-bit (ternary) LLM: dunder API, autograd, ultra-edges, visualization.
Shared memory and skills across Claude Code and Codex